A Contractive Autoencoder (CAE) is an unsupervised Artificial Neural Network (ANN) with a regularization term controlling the internal representations. During its operation, the autoencoder extracts ...

Image segmentation based on superpixel is used in urban and land cover change detection for fast locating region of interest. However, the segmentation algorithms often degrade due to speckle noise in ...

In this case of Deep linear autoencoder, when we use six hidden layers with the following linear structure inside the encoder: 28 * 28 -> 512 -> 256 -> 128 -> 64 -> 16 -> 3, the performance of the ...